• 제목/요약/키워드: Trauma patients

Search Result 1,814, Processing Time 0.022 seconds

A LightGBM and XGBoost Learning Method for Postoperative Critical Illness Key Indicators Analysis

  • Lei Han;Yiziting Zhu;Yuwen Chen;Guoqiong Huang;Bin Yi
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.17 no.8
    • /
    • pp.2016-2029
    • /
    • 2023
  • Accurate prediction of critical illness is significant for ensuring the lives and health of patients. The selection of indicators affects the real-time capability and accuracy of the prediction for critical illness. However, the diversity and complexity of these indicators make it difficult to find potential connections between them and critical illnesses. For the first time, this study proposes an indicator analysis model to extract key indicators from the preoperative and intraoperative clinical indicators and laboratory results of critical illnesses. In this study, preoperative and intraoperative data of heart failure and respiratory failure are used to verify the model. The proposed model processes the datum and extracts key indicators through four parts. To test the effectiveness of the proposed model, the key indicators are used to predict the two critical illnesses. The classifiers used in the prediction are light gradient boosting machine (LightGBM) and eXtreme Gradient Boosting (XGBoost). The predictive performance using key indicators is better than that using all indicators. In the prediction of heart failure, LightGBM and XGBoost have sensitivities of 0.889 and 0.892, and specificities of 0.939 and 0.937, respectively. For respiratory failure, LightGBM and XGBoost have sensitivities of 0.709 and 0.689, and specificity of 0.936 and 0.940, respectively. The proposed model can effectively analyze the correlation between indicators and postoperative critical illness. The analytical results make it possible to find the key indicators for postoperative critical illnesses. This model is meaningful to assist doctors in extracting key indicators in time and improving the reliability and efficiency of prediction.

Cauda Equine Syndrome Induced by Spinal Epidural Hematoma due to a Low-Energy Osteoporotic Vertebral Fracture (저 에너지 손상 골다공증성 척추체 압박골절 이후 지연성으로 발생한 척추 경막외 혈종으로 인한 마미증후군)

  • Hwang, Seok-Ha;Suh, Seung-Pyo;Hong, Sung-Ha;Kim, Joo-Young
    • Journal of the Korean Orthopaedic Association
    • /
    • v.54 no.2
    • /
    • pp.187-191
    • /
    • 2019
  • Spinal epidural hematoma (SEH) can occur naturally or traumatically and is most common in patients with an underlying disease of the vascular structure or coagulation disorder. Most SEHs occur naturally for no apparent reason, and epidural hematoma caused by trauma is less common, comprising 1.0%-1.7% of total spinal injuries. Few reports of SEH induced cauda equine syndrome resulting from low-energy injury caused by osteoporotic vertebral compression fractures are available. The authors experienced a case of delayed SEH after hemorrhage due to a low-energy injury in an elderly patient. No cases in Korea have been reported; therefore, this case is reported with a review of the relevant literature.

The double-barrier technique using platelet-rich fibrin for closure of oroantral fistulas

  • Jae-Woong Jung;Sung ok Hong;Eun-Jee Lee;Ra-Yeon Kim;Yu-Jin Jee
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
    • /
    • v.49 no.3
    • /
    • pp.163-168
    • /
    • 2023
  • An oroantral fistula (OAF) or oroantral communication (OAC) is an opening between the oral cavity and the maxillary sinus. If left untreated, these openings may cause chronic maxillary sinusitis. Although small defects (diameter <5 mm) may close spontaneously, larger communications require surgical intervention. Various studies have been conducted on OAC closure using a platelet-rich fibrin (PRF) membrane; most of these prior studies have involved simple direct application of PRF clots. This study introduces a new "double-barrier technique" using PRF for closure of an OAF involving sinus mucosal lifting and closure. The PRF material is inserted into the prepared maxillary sinus space, and the buccal advancement flap covers the oral side. This technique was successfully used to treat two patients with chronic OAF in the posterior maxillary region after implant removal or tooth extraction. The use of a PRF membrane in a double-barrier technique may have advantages in soft-tissue healing and could enable easy closure of chronic OAF with minimal trauma.

Distally based lateral supramalleolar flap: for reconstructing distal foot defects in India: a prospective cohort study

  • Raja Kiran Kumar Goud;Lakshmi Palukuri;Sanujit Pawde;Madhulika Dharmapuri;Swati Sankar;Sandeep Reddy Chintha
    • Journal of Trauma and Injury
    • /
    • v.36 no.3
    • /
    • pp.217-223
    • /
    • 2023
  • Purpose: Defects involving the ankle and foot are often the result of road traffic accidents. Many such defects are composite and require a flap for coverage, which is a significant challenge for reconstructive surgeons. Various locoregional options, such as reverse sural artery, reverse peroneal artery, peroneus brevis muscle, perforator-based, and fasciocutaneous flaps, have been used, but each flap type has limitations. In this study, we used the distally based lateral supramalleolar flap to reconstruct distal dorsal defects of the foot. The aim of this study was to analyze the efficacy of the flap in reconstructing distal dorsal defects of the foot. The specific objectives were to study the adequacy, reach, and utility of the lateral supramalleolar flap for distal defects of the dorsum of the foot; to observe various complications encountered with the flap; and to study the functional outcomes of reconstruction. Methods: The distal dorsal foot defects of 10 patients were reconstructed with distal lateral supramalleolar flaps over a period of 6 months at a tertiary care center, and the results were analyzed. Results: We were able to effectively cover distal foot defects in all 10 cases. Flap congestion was observed in two cases, and minor graft loss was seen in two cases. Conclusions: The distally based lateral supramalleolar flap is a good pedicled locoregional flap for the coverage of distal dorsal foot and ankle defects of moderate size, with relatively few complications and little morbidity. It can be used as a lifeboat or even substitute for a free flap.

A study of the continuing education of 119 paramedics: Focusing on the Satisfaction and Educational needs of continuing education (119구급대원의 보수교육에 관한 연구 : 만족도 및 교육요구도를 중심으로)

  • Yeong-Ho Myoung;So-Eun Park;Byoung-Gil Yoon;Jung-Hee Park
    • The Journal of the Convergence on Culture Technology
    • /
    • v.9 no.5
    • /
    • pp.237-244
    • /
    • 2023
  • The aim of this study was to explore the satisfaction and needs of 119 paramedics with regard to continuing education and to develop and implement a continuing education program that can enhance their competence in accordance with the purpose of continuing education. The differences in satisfaction with continuing education according to general characteristics were significantly different depending on age, qualification, and clinical experience, and in terms of continuing education topic needs, 'Advanced Trauma Life Support' was the highest need among all groups, and additional desired continuing education topics were the management of mentally ill patients and various field case-based education, indicating a high preference for practical topics that are helpful in emergency patient care work. Therefore, it is believed that efforts should be made to improve the operation of continuing education from various angles, taking into account the general characteristics of continuing education recipients, and improving the quality of continuing education by reflecting the needs of continuing education recipients and selecting practical topics for continuing education.

Contrecoup Injury associated with Fatal Portal Vein Bleeding: A Case Report (반충손상 기전에 의한 간문맥손상에 대한 증례 보고)

  • Joonghyun Yoo;Sung-Joon Park;Seung Hwa Lee;Hwan Hoon Chung
    • Journal of the Korean Society of Radiology
    • /
    • v.82 no.6
    • /
    • pp.1594-1599
    • /
    • 2021
  • A 64-year-old male visited our emergency department due to severe right flank pain after falling from a 2-meter height. Contrast-enhanced CT revealed a right hemothorax with multiple fractures in the right ribs and iliac bone. A small hematoma in the right perihepatic space was noted, but there was no hepatic laceration on CT. Initial surgical management led to continuous uncontrolled bleeding around the porta hepatis, and subsequent arterial angiography could not demonstrate a bleeding focus. However, immediate follow-up CT showed contrast extravasation on the left side of abdomen, and a percutaneous transhepatic portal venogram revealed active bleeding from the left portal vein. Although the wound was embolized with a glue, the patient suffered from a cardiac arrest and finally expired. In conclusion, during evaluation of abdominal trauma patients, portal vein bleeding and contrecoup injuries should be considered when hepatic arteriography findings are unremarkable.

Liver Abscess Caused by Klebsiella oxytoca with Hepatic Artery Pseudoaneurysm: A Case Report (Klebsiella oxytoca에 의한 간농양 내 거짓동맥류: 증례 보고)

  • Jae Young Lee;Hyoung Nam Lee;Woong Hee Lee;Hyeong Cheol Shin;Seung Soo Kim;Jeong Ah Hwang
    • Journal of the Korean Society of Radiology
    • /
    • v.81 no.6
    • /
    • pp.1448-1452
    • /
    • 2020
  • Hepatic artery pseudoaneurysm is a rare but potentially life-threatening condition that usually occurs after trauma. Early recognition and prompt management are essential for preventing catastrophic consequences, such as hemoperitoneum. We report a rare case of liver abscess caused by Klebsiella oxytoca resulting in hepatic artery pseudoaneurysm without iatrogenic injury. The unique feature of the present case is that the abscess cavity itself became a pseudoaneurysm as a result of fistula formation with the hepatic artery. Vascular complications should be considered in patients with unfavorable clinical course even in the absence of iatrogenic injury. Endovascular treatment is safe and effective.

Spontaneous hepatic arterioportal fistula in extrahepatic portal vein obstruction: Combined endovascular and surgical management

  • Ananya Panda;Durgadevi Narayanan;Arjunlokesh Netaji;Vaibhav Kumar Varshney;Lokesh Agarwal;Pawan Kumar Garg
    • Annals of Hepato-Biliary-Pancreatic Surgery
    • /
    • v.27 no.3
    • /
    • pp.307-312
    • /
    • 2023
  • Hepatic arterioportal fistulae are abnormal communications between the hepatic artery and portal vein. They are reported to be congenital or acquired secondary to trauma, iatrogenic procedures, hepatic cirrhosis, and hepatocellular carcinoma, but less likely to occur spontaneously. Extrahepatic portal venous obstruction (EHPVO) can lead to pre-hepatic portal hypertension. A spontaneous superimposed hepatic arterioportal fistula can lead to pre-sinusoidal portal hypertension, further exacerbating its physiology. This report describes a young woman with long-standing EHPVO presenting with repeated upper gastrointestinal variceal bleeding and symptomatic hypersplenism. Computed tomography scan demonstrated a cavernous transformation of the portal vein and a macroscopic hepatic arterioportal fistula between the left hepatic artery and portal vein collateral in the central liver. The hepatic arterioportal fistula was associated with a flow-related left hepatic artery aneurysm and a portal venous collateral aneurysm proximal and distal to the fistula, respectively. Endovascular coiling was performed for the hepatic arterioportal fistula, followed by proximal splenorenal shunt procedure. This case illustrates an uncommon association of a spontaneous hepatic arterioportal fistula with EHPVO and the utility of a combined endovascular and surgical approach for managing multifactorial non-cirrhotic portal hypertension in such patients.

A Study on Quality Improvement and Advancement of Negative Pressure Isolation Stretcher: Using FOCUS-PDCA (음압격리들것의 품질개선과 고도화 연구: FOCUS-PDCA 모형을 활용하여)

  • Choi, Hyunchul;Seo, Seul-Ki;Byun, Sungkwan;Chang, Hyejung;Park, Sangchan
    • Journal of Korean Society for Quality Management
    • /
    • v.51 no.4
    • /
    • pp.715-734
    • /
    • 2023
  • Purpose: Authors suggest a new alternative of preparedness capabilities for health care institutes to react to the new types of communicable diseases and the pandemic situations through the quality improvement and advancement of Negative Pressure Isolation Stretcher (NPIS). Methods: We employed FOCUS-PDCA, a representative quality improvement model. First, we identified and materialized necessary components of existing NPIS to be improved. Second, we fabricated an advanced NPIS prototype. Third, we carried out a performance test by the accreditation institute and an empirical evaluation at the communicable diseases trauma center, to locate the improvement pain points of the prototype. Finally, we draw a conclusion on quality improvement points to be considered during the production stage. Results: The suggested, NPIS outperforms the existing one in terms of communicable disease controls, patient treatments and the safety during the patient transfer, and the ease of use. Additionally, the suggested NPIS turns out to be a proper alternative to satisfy the requirements of long range transfer of patients with communicable disease. Conclusion: Authors developed a quality improved, NPIS prototype. There are several points that still remain to be improved. Additionally, we expect that the concurrent use of the suggested NPIS with the existing one will fortify the preparedness capabilities on reacting to the communicable diseases.

Beneficial effects of intraovarian injection of platelet-rich plasma in women with poor ovarian response

  • Aida Najafian;Ashraf Alyasin;Marziyeh Aghahosseini;Sedigheh Hosseinimousa;Seyyedeh Neda Kazemi
    • Clinical and Experimental Reproductive Medicine
    • /
    • v.50 no.4
    • /
    • pp.285-291
    • /
    • 2023
  • Objective: Infertility can result from a diminished ovarian reserve, but a potential remedy exists in the form of platelet-rich plasma (PRP) administration. This treatment involves both biological factors and tissue trauma mechanisms, which stimulate folliculogenesis, making it a promising and effective strategy. We assessed the impact of direct PRP injections into the ovaries on the fertility outcomes of women classified as poor responders. Methods: A quasi-experimental study was conducted from April 2021 to December 2022, focusing on patients classified as POSEIDON grade 3 or 4. PRP injections were administered into both ovaries. After 3 months, data were collected on anti-Mullerian hormone (AMH) level, follicle-stimulating hormone (FSH) level, and the numbers of oocytes, mature oocytes, and good-quality embryos following ovarian stimulation. We then compared the data from before and after PRP injection. Results: This study included 50 women, with a mean of 39 years (interquartile range [IQR], 35 to 43) and 4 years (IQR, 2 to 6) for age and infertility duration, respectively. FSH levels decreased after treatment, while AMH levels and the numbers of oocytes, metaphase II oocytes, and high-quality embryos increased. However, only the increase in high-quality embryos was significant. The pregnancy and spontaneous pregnancy rates were 20% and 14%, respectively. Notably, women with secondary infertility exhibited a significantly higher pregnancy rate than those with primary infertility. Conclusion: Ample evidence suggests that PRP can enhance ovarian function. However, further studies are needed to identify the appropriate candidates for this procedure, establish the optimal PRP preparation method, and standardize the procedure for its adjuvant use in assisted reproductive technology cycles.